Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 1.178809 1.440465 1.778075 2.260088 2.957032 3.976090 5.685916
2025-05-04 0.831756 1.111919 1.529303 2.245454 3.571919 6.299058 14.055066
2025-05-11 0.644941 0.907305 1.332901 2.155226 3.979134 9.019309 36.008371
2025-05-18 0.550488 0.806569 1.252031 2.206935 4.726618 14.498603 185.375142
2025-05-25 0.491803 0.745904 1.215650 2.323738 5.810731 26.454752 NaN
2025-06-01 0.437398 0.679342 1.146142 2.327639 6.610393 45.533915 NaN
2025-06-08 0.387842 0.611832 1.056451 2.237645 6.988551 71.045071 NaN
2025-06-15 0.361717 0.583050 1.040256 2.343236 8.506423 203.552343 NaN
2025-06-22 0.333984 0.546508 0.998080 2.352914 9.640905 720.736132 NaN
2025-06-29 0.306474 0.506502 0.939597 2.285484 10.234297 3791.998513 NaN
2025-07-06 0.284305 0.474435 0.893776 2.243586 11.041295 NaN NaN
2025-07-13 0.276354 0.470273 0.914428 2.454113 15.044745 NaN NaN
2025-07-20 0.264512 0.456854 0.910388 2.578511 19.304236 NaN NaN
2025-07-27 0.249039 0.433900 0.877385 2.568548 22.004004 NaN NaN
2025-08-03 0.232165 0.406180 0.827096 2.460517 22.590939 NaN NaN
2025-08-10 0.222347 0.393009 0.814359 2.523499 27.986075 NaN NaN
2025-08-17 0.215522 0.385733 0.816710 2.665711 38.810858 NaN NaN
2025-08-24 0.205762 0.370782 0.794455 2.670481 46.246890 NaN NaN
2025-08-31 0.194223 0.350764 0.754486 2.560875 47.133756 NaN NaN
2025-09-07 0.189021 0.344958 0.755873 2.689519 68.621182 NaN NaN
2025-09-14 0.181740 0.333620 0.738733 2.701338 85.655970 NaN NaN
2025-09-21 0.173220 0.318702 0.708582 2.619093 91.094883 NaN NaN
2025-09-28 0.165942 0.306248 0.684663 2.568099 102.085499 NaN NaN